Wei Biao Wu

4 papers University of Chicago

• Asymptotic theory of SGD with a general learning-rate
• Gaussian Approximation and Concentration of Constant Learning-Rate Stochastic Gradient Descent
• Sharp Gaussian approximations for Decentralized Federated Learning
• Statistical Guarantees for High-Dimensional Stochastic Gradient Descent